{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 空域滤波增强（Spatial Filtering Enhancement）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "from matplotlib import pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "'''\n",
    "空域滤波增强\n",
    "img:                            二维图像矩阵，灰度图片，可以使用matplotlib库的imread读取图片\n",
    "pattern:                        二维矩阵数组，数组的每个元素为匹配的模式矩阵，矩阵的行数和列数必须是奇数，矩阵内元素取值范围为-1~1\n",
    "processfunc(matrix, orivalue):  自定义的函数，matrix是和pattern矩阵维度相同的矩阵数组，orivalue是该点原来的值，\n",
    "                                处理函数，用于处理输出矩阵的函数，其返回值用作原图像的灰度值变换结果\n",
    "返回值:                         二维图像矩阵，直接灰度变换后的图片\n",
    "'''\n",
    "def spatialFilteringEnhancement(img, pattern, processfunc):\n",
    "    h, w = img.shape\n",
    "    pattern_length = len(pattern)\n",
    "    h_padding = 0   # 不变的行像素\n",
    "    w_padding = 0   # 不变的列像素\n",
    "    h_half_len = [] # 所有pattern的半高度\n",
    "    w_half_len = [] # 所有pattern的半长度\n",
    "    for pattern_element in pattern:\n",
    "        h_pattern, w_pattern = pattern_element.shape\n",
    "        if h_pattern % 2 != 1 or w_pattern % 2 != 1:\n",
    "            raise Exception(\"Parameter pattern dimensionality error!\")\n",
    "        half_h_pattern = int(h_pattern / 2)\n",
    "        half_w_pattern = int(w_pattern / 2)\n",
    "        h_padding = max(half_h_pattern, h_padding)\n",
    "        w_padding = max(half_w_pattern, w_padding)\n",
    "        h_half_len.append(half_h_pattern)\n",
    "        w_half_len.append(half_w_pattern)\n",
    "    \n",
    "    result_img = np.array(img, copy=True)\n",
    "    for i in range(h_padding, h - h_padding):\n",
    "        for j in range(w_padding, w - w_padding):\n",
    "            result_img[i,j] = processfunc(\n",
    "                [img[i-h_half_len[k]:i+h_half_len[k]+1, j-w_half_len[k]:j+w_half_len[k]+1] * pattern[k] for k in range(pattern_length)],\n",
    "                #img[i-half_h_pattern:i+half_h_pattern+1, j-half_w_pattern:j+half_w_pattern+1] * pattern,\n",
    "                img[i,j]\n",
    "            )\n",
    "    return result_img"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "img = plt.imread(\"../../src/Lenna.jpg\")\n",
    "img = 0.3 * img[:,:,0] + 0.59 * img[:,:,1] + 0.11 * img[:,:,2]\n",
    "\n",
    "# 均值滤波（Mean Filtering）\n",
    "pattern_1 = np.array([[1,1,1],[1,1,1],[1,1,1]], np.float64)\n",
    "pattern_1 = [pattern_1 / 9]\n",
    "def processfunc1(matrix, orivalue):\n",
    "    return np.sum(matrix[0])\n",
    "img_transformed_1 = spatialFilteringEnhancement(img, pattern_1, processfunc1)\n",
    "\n",
    "# 中值滤波（Median Filtering）\n",
    "pattern_2 = np.array([[1,1,1],[1,1,1],[1,1,1]], np.float64)\n",
    "pattern_2 = [pattern_2]\n",
    "def processfunc2(matrix, orivalue):\n",
    "    return np.median(matrix[0])\n",
    "img_transformed_2 = spatialFilteringEnhancement(img, pattern_2, processfunc2)\n",
    "\n",
    "# 边界保持平滑滤波（Smoothing Filtering）\n",
    "pattern_3 = np.array([[1,1,1],[1,1,1],[1,1,1]], np.float64)\n",
    "pattern_3 = [pattern_3 / 9]\n",
    "def processfunc3(matrix, orivalue):\n",
    "    T = 150\n",
    "    mean = np.sum(matrix[0])\n",
    "    delta = np.abs(orivalue - mean)\n",
    "    if delta > T:\n",
    "        return mean\n",
    "    else:\n",
    "        return orivalue\n",
    "img_transformed_3 = spatialFilteringEnhancement(img, pattern_3, processfunc3)\n",
    "\n",
    "# 线性锐化滤波（Linear Sharpening Filtering）\n",
    "pattern_4 = np.array([[-1,-1,-1],[-1,8,-1],[-1,-1,-1]], np.float64)\n",
    "pattern_4 = [pattern_4 / 8]\n",
    "def processfunc4(matrix, orivalue):\n",
    "    return np.sum(matrix[0])\n",
    "img_transformed_4 = spatialFilteringEnhancement(img, pattern_4, processfunc4)\n",
    "\n",
    "# 非线性锐化滤波（Nonlinear Sharping Filtering）\n",
    "pattern_row_5 = np.array([[0,0,0],[0,-1,1],[0,0,0]], np.float64)\n",
    "pattern_col_5 = np.array([[0,0,0],[0,-1,0],[0,1,0]], np.float64)\n",
    "pattern_5 = [pattern_row_5, pattern_col_5]\n",
    "def processfunc5(matrix, orivalue):\n",
    "    return np.abs(np.sum(matrix[0])) + np.abs(np.sum(matrix[1]))\n",
    "img_transformed_5 = spatialFilteringEnhancement(img, pattern_5, processfunc5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.subplot(231), plt.imshow(img, \"gray\"), plt.title(\"Original Image\"), plt.axis(\"off\")\n",
    "plt.subplot(232), plt.imshow(img_transformed_1, \"gray\"), plt.title(\"Mean Filtering\"), plt.axis(\"off\")\n",
    "plt.subplot(233), plt.imshow(img_transformed_2, \"gray\"), plt.title(\"Median Filtering\"), plt.axis(\"off\")\n",
    "plt.subplot(234), plt.imshow(img_transformed_3, \"gray\"), plt.title(\"Smoothing Filtering\"), plt.axis(\"off\")\n",
    "plt.subplot(235), plt.imshow(img_transformed_4, \"gray\"), plt.title(\"Linear Sharpening Filtering\"), plt.axis(\"off\")\n",
    "plt.subplot(236), plt.imshow(img_transformed_5, \"gray\"), plt.title(\"Nonlinear Sharping Filtering\"), plt.axis(\"off\")\n",
    "plt.subplots_adjust(top=1.4, right=1.5)\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
